az ml online-deployment create --file deployment.yml --workspace-name <workspace> --resource-group <group>Create, update, or operate ml online-deployment with the Azure CLI.
provisioncreate
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az ml online-deployment
az ml online-deployment commands for AI and Machine Learning; browse safety labels, operation lanes, mapped Azure concepts, and safe-first examples.
18 commands17 mapped termsAI and Machine Learning
Safety mix
read-only: 14mutating: 3destructive: 1
Operation mix
discover: 14provision: 2remove: 1configure: 1
Command group map
Start with these commands in az ml online-deployment
az ml online-deployment create --workspace-name <workspace-name> --resource-group <resource-group> --endpoint-name <endpoint-name> --file deployment.ymlCreate, update, or operate ml online-deployment with the Azure CLI.
provisioncreate
az ml online-deployment delete --workspace-name <workspace-name> --resource-group <resource-group> --endpoint-name <endpoint-name> --name <deployment-name>Delete or remove ml online-deployment with the Azure CLI; verify scope and backup/rollback before running.
removedelete
az ml online-deployment get-logs --endpoint-name <endpoint-name> --name <deployment-name> --resource-group <resource-group> --workspace-name <workspace-name>Inspect or list ml online-deployment with the Azure CLI before making changes.
discoverget-logs
az ml online-deployment get-logs --name <deployment-name> --endpoint-name <endpoint-name> --workspace-name <workspace-name> --resource-group <resource-group>Inspect or list ml online-deployment with the Azure CLI before making changes.
discoverget-logs
az ml online-deployment get-logs --name <deployment> --endpoint-name <endpoint> --workspace-name <workspace> --resource-group <resource-group>Inspect or list ml online-deployment with the Azure CLI before making changes.
discoverget-logs
az ml online-deployment get-logs --workspace-name <workspace-name> --resource-group <resource-group> --endpoint-name <endpoint-name> --name <deployment-name>Inspect or list ml online-deployment with the Azure CLI before making changes.
discoverget-logs
az ml online-deployment list --endpoint-name <endpoint-name> --resource-group <resource-group> --workspace-name <workspace-name>Inspect or list ml online-deployment with the Azure CLI before making changes.
discoverlist
az ml online-deployment list --endpoint-name <endpoint-name> --workspace-name <workspace-name> --resource-group <resource-group>Inspect or list ml online-deployment with the Azure CLI before making changes.
discoverlist
az ml online-deployment list --endpoint-name <endpoint> --workspace-name <workspace> --resource-group <group>Inspect or list ml online-deployment with the Azure CLI before making changes.
discoverlist
az ml online-deployment list --endpoint-name <endpoint> --workspace-name <workspace> --resource-group <resource-group> --output tableInspect or list ml online-deployment with the Azure CLI before making changes.
discoverlist
az ml online-deployment list --workspace-name <workspace-name> --resource-group <resource-group> --endpoint-name <endpoint-name> --output tableInspect or list ml online-deployment with the Azure CLI before making changes.
discoverlist
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